DC Housing Report (Partiall-Multicollinearity Cleaned Data)

Dataset statistics

Number of variables	25
Number of observations	45811
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	8.7 MiB
Average record size in memory	200.0 B

Variable types

Numeric	13
Categorical	12

Warnings

`ASSESSMENT_NBHD` has a high cardinality: 55 distinct values	High cardinality
`Unnamed: 0` is highly correlated with `ZIPCODE` and 1 other fields	High correlation
`BATHRM` is highly correlated with `PRICE`	High correlation
`PRICE` is highly correlated with `BATHRM` and 1 other fields	High correlation
`FIREPLACES` is highly correlated with `PRICE`	High correlation
`ZIPCODE` is highly correlated with `Unnamed: 0`	High correlation
`LATITUDE` is highly correlated with `LONGITUDE`	High correlation
`LONGITUDE` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`Unnamed: 0` is highly correlated with `PRICE` and 2 other fields	High correlation
`BATHRM` is highly correlated with `PRICE`	High correlation
`PRICE` is highly correlated with `Unnamed: 0` and 2 other fields	High correlation
`ZIPCODE` is highly correlated with `Unnamed: 0`	High correlation
`LATITUDE` is highly correlated with `LONGITUDE`	High correlation
`LONGITUDE` is highly correlated with `Unnamed: 0` and 2 other fields	High correlation
`Unnamed: 0` is highly correlated with `ZIPCODE`	High correlation
`ZIPCODE` is highly correlated with `Unnamed: 0`	High correlation
`AC` is highly correlated with `EYB` and 2 other fields	High correlation
`BATHRM` is highly correlated with `PRICE`	High correlation
`GRADE` is highly correlated with `QUADRANT` and 6 other fields	High correlation
`QUADRANT` is highly correlated with `GRADE` and 6 other fields	High correlation
`YR_RMDL` is highly correlated with `EYB` and 1 other fields	High correlation
`ASSESSMENT_NBHD` is highly correlated with `GRADE` and 11 other fields	High correlation
`ZIPCODE` is highly correlated with `QUADRANT` and 7 other fields	High correlation
`EYB` is highly correlated with `AC` and 4 other fields	High correlation
`EXTWALL` is highly correlated with `ASSESSMENT_NBHD`	High correlation
`HEAT` is highly correlated with `AC`	High correlation
`LANDAREA` is highly correlated with `PRICE`	High correlation
`LONGITUDE` is highly correlated with `GRADE` and 6 other fields	High correlation
`PRICE` is highly correlated with `BATHRM` and 2 other fields	High correlation
`WARD` is highly correlated with `GRADE` and 8 other fields	High correlation
`KITCHENS` is highly correlated with `STRUCT`	High correlation
`ROOF` is highly correlated with `ASSESSMENT_NBHD` and 4 other fields	High correlation
`STRUCT` is highly correlated with `ASSESSMENT_NBHD` and 4 other fields	High correlation
`STYLE` is highly correlated with `ASSESSMENT_NBHD`	High correlation
`Unnamed: 0` is highly correlated with `GRADE` and 7 other fields	High correlation
`LATITUDE` is highly correlated with `QUADRANT` and 5 other fields	High correlation
`CNDTN` is highly correlated with `AC` and 2 other fields	High correlation
`AC` is highly correlated with `HEAT`	High correlation
`WARD` is highly correlated with `QUADRANT` and 1 other fields	High correlation
`QUADRANT` is highly correlated with `WARD` and 1 other fields	High correlation
`ASSESSMENT_NBHD` is highly correlated with `WARD` and 1 other fields	High correlation
`HEAT` is highly correlated with `AC`	High correlation
`Unnamed: 0` has unique values	Unique
`HF_BATHRM` has 17530 (38.3%) zeros	Zeros
`YR_RMDL` has 18129 (39.6%) zeros	Zeros
`FIREPLACES` has 24362 (53.2%) zeros	Zeros

Reproduction

Analysis started	2021-07-10 09:23:08.351452
Analysis finished	2021-07-10 09:23:48.049989
Duration	39.7 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	45811
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49924.12436

Minimum	0
Maximum	106687
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4760.5
Q1	22999.5
median	48103
Q3	76620.5
95-th percentile	100330
Maximum	106687
Range	106687
Interquartile range (IQR)	53621

Descriptive statistics

Standard deviation	30672.10125
Coefficient of variation (CV)	0.6143743459
Kurtosis	-1.195823393
Mean	49924.12436
Median Absolute Deviation (MAD)	26650
Skewness	0.1388722242
Sum	2287074061
Variance	940777795.1
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
94168	1	< 0.1%
4823	1	< 0.1%
25305	1	< 0.1%
96986	1	< 0.1%
19164	1	< 0.1%
17117	1	< 0.1%
88798	1	< 0.1%
41697	1	< 0.1%
47842	1	< 0.1%
Other values (45801)	45801	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
14	1	< 0.1%
16	1	< 0.1%
19	1	< 0.1%
22	1	< 0.1%

Value	Count	Frequency (%)
106687	1	< 0.1%
106673	1	< 0.1%
106672	1	< 0.1%
106668	1	< 0.1%
106666	1	< 0.1%
106664	1	< 0.1%
106663	1	< 0.1%
106662	1	< 0.1%
106657	1	< 0.1%
106656	1	< 0.1%

BATHRM
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.246862107

Minimum	0
Maximum	12
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.048311669
Coefficient of variation (CV)	0.4665669804
Kurtosis	2.006920455
Mean	2.246862107
Median Absolute Deviation (MAD)	1
Skewness	0.9360509198
Sum	102931
Variance	1.098957355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
2	17218	37.6%
1	11920	26.0%
3	11690	25.5%
4	3910	8.5%
5	715	1.6%
6	248	0.5%
7	68	0.1%
8	21	< 0.1%
9	7	< 0.1%
0	5	< 0.1%
Other values (3)	9	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	< 0.1%
1	11920	26.0%
2	17218	37.6%
3	11690	25.5%
4	3910	8.5%
5	715	1.6%
6	248	0.5%
7	68	0.1%
8	21	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
11	3	< 0.1%
10	5	< 0.1%
9	7	< 0.1%
8	21	< 0.1%
7	68	0.1%
6	248	0.5%
5	715	1.6%
4	3910	8.5%
3	11690	25.5%

HF_BATHRM
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6840496824

Minimum	0
Maximum	7
Zeros	17530
Zeros (%)	38.3%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5990047611
Coefficient of variation (CV)	0.8756743502
Kurtosis	0.6323083574
Mean	0.6840496824
Median Absolute Deviation (MAD)	0
Skewness	0.4278787713
Sum	31337
Variance	0.3588067038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	25388	55.4%
0	17530	38.3%
2	2767	6.0%
3	98	0.2%
4	21	< 0.1%
5	6	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17530	38.3%
1	25388	55.4%
2	2767	6.0%
3	98	0.2%
4	21	< 0.1%
5	6	< 0.1%
7	1	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
5	6	< 0.1%
4	21	< 0.1%
3	98	0.2%
2	2767	6.0%
1	25388	55.4%
0	17530	38.3%

HEAT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Forced Air	18112
Hot Water Rad	15086
Warm Cool	11647
Ht Pump	662
Water Base Brd	79
Other values (9)	225

Length

Max length	14
Median length	10
Mean length	10.70369562
Min length	7

Characters and Unicode

Total characters	490347
Distinct characters	36
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Warm Cool
2nd row	Hot Water Rad
3rd row	Hot Water Rad
4th row	Hot Water Rad
5th row	Hot Water Rad

Common Values

Value	Count	Frequency (%)
Forced Air	18112	39.5%
Hot Water Rad	15086	32.9%
Warm Cool	11647	25.4%
Ht Pump	662	1.4%
Water Base Brd	79	0.2%
Wall Furnace	57	0.1%
Elec Base Brd	52	0.1%
Electric Rad	28	0.1%
Gravity Furnac	27	0.1%
Air-Oil	26	0.1%
Other values (4)	35	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
air	18121	17.0%
forced	18112	17.0%
water	15165	14.2%
rad	15114	14.1%
hot	15086	14.1%
cool	11658	10.9%
warm	11647	10.9%
ht	662	0.6%
pump	662	0.6%
base	131	0.1%
Other values (14)	455	0.4%

Most occurring characters

Value	Count	Frequency (%)
r	63341	12.9%
	61002	12.4%
o	56522	11.5%
a	42241	8.6%
e	33545	6.8%
d	33364	6.8%
t	30983	6.3%
W	26869	5.5%
c	18313	3.7%
i	18235	3.7%
Other values (26)	105932	21.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	322480	65.8%
Uppercase Letter	106839	21.8%
Space Separator	61002	12.4%
Dash Punctuation	26	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	63341	19.6%
o	56522	17.5%
a	42241	13.1%
e	33545	10.4%
d	33364	10.3%
t	30983	9.6%
c	18313	5.7%
i	18235	5.7%
m	12309	3.8%
l	11878	3.7%
Other values (9)	1749	0.5%

Uppercase Letter

Value	Count	Frequency (%)
W	26869	25.1%
F	18196	17.0%
A	18147	17.0%
H	15748	14.7%
R	15114	14.1%
C	11658	10.9%
P	662	0.6%
B	262	0.2%
E	100	0.1%
G	27	< 0.1%
Other values (5)	56	0.1%

Space Separator

Value	Count	Frequency (%)
	61002	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	429319	87.6%
Common	61028	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	63341	14.8%
o	56522	13.2%
a	42241	9.8%
e	33545	7.8%
d	33364	7.8%
t	30983	7.2%
W	26869	6.3%
c	18313	4.3%
i	18235	4.2%
F	18196	4.2%
Other values (24)	87710	20.4%

Common

Value	Count	Frequency (%)
	61002	> 99.9%
-	26	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	490347	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	63341	12.9%
	61002	12.4%
o	56522	11.5%
a	42241	8.6%
e	33545	6.8%
d	33364	6.8%
t	30983	6.3%
W	26869	5.5%
c	18313	3.7%
i	18235	3.7%
Other values (26)	105932	21.6%

AC
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

1	35227
0	10584

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	45811
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	35227	76.9%
0	10584	23.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	35227	76.9%
0	10584	23.1%

Most occurring characters

Value	Count	Frequency (%)
1	35227	76.9%
0	10584	23.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	45811	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	35227	76.9%
0	10584	23.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	45811	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	35227	76.9%
0	10584	23.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	35227	76.9%
0	10584	23.1%

YR_RMDL
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	97
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1211.445286

Minimum	0
Maximum	2019
Zeros	18129
Zeros (%)	39.6%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1999
Q3	2010
95-th percentile	2016
Maximum	2019
Range	2019
Interquartile range (IQR)	2010

Descriptive statistics

Standard deviation	980.4313274
Coefficient of variation (CV)	0.8093071463
Kurtosis	-1.818079808
Mean	1211.445286
Median Absolute Deviation (MAD)	17
Skewness	-0.4261638437
Sum	55497520
Variance	961245.5877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18129	39.6%
2011	1656	3.6%
2013	1645	3.6%
2014	1576	3.4%
2012	1549	3.4%
2010	1545	3.4%
2015	1480	3.2%
2004	1446	3.2%
2005	1389	3.0%
2006	1314	2.9%
Other values (87)	14082	30.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18129	39.6%
1880	1	< 0.1%
1900	1	< 0.1%
1910	1	< 0.1%
1920	1	< 0.1%
1923	1	< 0.1%
1925	3	< 0.1%
1926	1	< 0.1%
1927	1	< 0.1%
1928	1	< 0.1%

Value	Count	Frequency (%)
2019	1	< 0.1%
2018	309	0.7%
2017	1185	2.6%
2016	1277	2.8%
2015	1480	3.2%
2014	1576	3.4%
2013	1645	3.6%
2012	1549	3.4%
2011	1656	3.6%
2010	1545	3.4%

EYB
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	80
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1971.091441

Minimum	1928
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	1928
5-th percentile	1950
Q1	1960
median	1967
Q3	1978
95-th percentile	2011
Maximum	2018
Range	90
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	16.9704238
Coefficient of variation (CV)	0.008609658307
Kurtosis	0.8640949167
Mean	1971.091441
Median Absolute Deviation (MAD)	7
Skewness	1.135924983
Sum	90297670
Variance	287.9952839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1967	5859	12.8%
1964	4950	10.8%
1969	4361	9.5%
1954	3242	7.1%
1957	3160	6.9%
1960	1811	4.0%
1972	1776	3.9%
1978	1228	2.7%
1943	1010	2.2%
1982	986	2.2%
Other values (70)	17428	38.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1928	1	< 0.1%
1932	1	< 0.1%
1936	3	< 0.1%
1940	2	< 0.1%
1943	1010	2.2%
1944	20	< 0.1%
1945	21	< 0.1%
1946	28	0.1%
1947	694	1.5%
1948	35	0.1%

Value	Count	Frequency (%)
2018	103	0.2%
2017	440	1.0%
2016	233	0.5%
2015	575	1.3%
2014	330	0.7%
2013	318	0.7%
2012	251	0.5%
2011	433	0.9%
2010	450	1.0%
2009	97	0.2%

PRICE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7173
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	628380.4609

Minimum	250
Maximum	22000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	250
5-th percentile	115464
Q1	290000
median	507000
Q3	800000
95-th percentile	1500000
Maximum	22000000
Range	21999750
Interquartile range (IQR)	510000

Descriptive statistics

Standard deviation	571595.0969
Coefficient of variation (CV)	0.9096321934
Kurtosis	104.842387
Mean	628380.4609
Median Absolute Deviation (MAD)	246000
Skewness	5.98541281
Sum	2.878673729 × 10¹⁰
Variance	3.267209548 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
350000	317	0.7%
250000	245	0.5%
550000	234	0.5%
450000	232	0.5%
650000	228	0.5%
300000	220	0.5%
325000	219	0.5%
600000	219	0.5%
320000	215	0.5%
750000	209	0.5%
Other values (7163)	43473	94.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
250	2	< 0.1%
4850	2	< 0.1%
7425	1	< 0.1%
7500	1	< 0.1%
10400	1	< 0.1%
11000	1	< 0.1%
14800	1	< 0.1%
15000	2	< 0.1%
17000	1	< 0.1%
20500	1	< 0.1%

Value	Count	Frequency (%)
22000000	1	< 0.1%
18000000	1	< 0.1%
15000000	1	< 0.1%
12250000	1	< 0.1%
11984000	1	< 0.1%
11111111	1	< 0.1%
10750000	1	< 0.1%
9000000	1	< 0.1%
8600000	1	< 0.1%
8450000	2	< 0.1%

SALE_NUM
Real number (ℝ_≥0)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.922507695

Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	15
Range	14
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.498678034
Coefficient of variation (CV)	0.7795433217
Kurtosis	3.179325077
Mean	1.922507695
Median Absolute Deviation (MAD)	0
Skewness	1.752193813
Sum	88072
Variance	2.246035851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	29638	64.7%
3	5339	11.7%
4	3956	8.6%
2	3450	7.5%
5	1921	4.2%
6	905	2.0%
7	348	0.8%
8	141	0.3%
9	71	0.2%
10	23	0.1%
Other values (4)	19	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	29638	64.7%
2	3450	7.5%
3	5339	11.7%
4	3956	8.6%
5	1921	4.2%
6	905	2.0%
7	348	0.8%
8	141	0.3%
9	71	0.2%
10	23	0.1%

Value	Count	Frequency (%)
15	2	< 0.1%
13	1	< 0.1%
12	6	< 0.1%
11	10	< 0.1%
10	23	0.1%
9	71	0.2%
8	141	0.3%
7	348	0.8%
6	905	2.0%
5	1921	4.2%

STYLE
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

2 Story	34840
3 Story	4577
2.5 Story Fin	3310
1 Story	1388
1.5 Story Fin	842
Other values (12)	854

Length

Max length	15
Median length	7
Mean length	7.63421449
Min length	6

Characters and Unicode

Total characters	349731
Distinct characters	29
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	3 Story
2nd row	3 Story
3rd row	3 Story
4th row	4 Story
5th row	3 Story

Common Values

Value	Count	Frequency (%)
2 Story	34840	76.1%
3 Story	4577	10.0%
2.5 Story Fin	3310	7.2%
1 Story	1388	3.0%
1.5 Story Fin	842	1.8%
2.5 Story Unfin	303	0.7%
4 Story	187	0.4%
Split Level	132	0.3%
Split Foyer	88	0.2%
3.5 Story Fin	71	0.2%
Other values (7)	73	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
story	45569	47.4%
2	34840	36.2%
3	4577	4.8%
fin	4224	4.4%
2.5	3613	3.8%
1	1388	1.4%
1.5	885	0.9%
unfin	353	0.4%
split	220	0.2%
4	187	0.2%
Other values (7)	321	0.3%

Most occurring characters

Value	Count	Frequency (%)
	50366	14.4%
t	45803	13.1%
S	45789	13.1%
o	45657	13.1%
r	45657	13.1%
y	45657	13.1%
2	38453	11.0%
n	4932	1.4%
i	4805	1.4%
3	4653	1.3%
Other values (19)	17959	5.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	194018	55.5%
Uppercase Letter	50616	14.5%
Space Separator	50366	14.4%
Decimal Number	50146	14.3%
Other Punctuation	4577	1.3%
Dash Punctuation	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	45803	23.6%
o	45657	23.5%
r	45657	23.5%
y	45657	23.5%
n	4932	2.5%
i	4805	2.5%
e	380	0.2%
l	372	0.2%
f	365	0.2%
p	220	0.1%
Other values (4)	170	0.1%

Uppercase Letter

Value	Count	Frequency (%)
S	45789	90.5%
F	4312	8.5%
U	353	0.7%
L	140	0.3%
D	12	< 0.1%
B	8	< 0.1%
V	2	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	38453	76.7%
3	4653	9.3%
5	4577	9.1%
1	2273	4.5%
4	190	0.4%

Space Separator

Value	Count	Frequency (%)
	50366	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	4577	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	244634	69.9%
Common	105097	30.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	45803	18.7%
S	45789	18.7%
o	45657	18.7%
r	45657	18.7%
y	45657	18.7%
n	4932	2.0%
i	4805	2.0%
F	4312	1.8%
e	380	0.2%
l	372	0.2%
Other values (11)	1270	0.5%

Common

Value	Count	Frequency (%)
	50366	47.9%
2	38453	36.6%
3	4653	4.4%
.	4577	4.4%
5	4577	4.4%
1	2273	2.2%
4	190	0.2%
-	8	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	349731	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	50366	14.4%
t	45803	13.1%
S	45789	13.1%
o	45657	13.1%
r	45657	13.1%
y	45657	13.1%
2	38453	11.0%
n	4932	1.4%
i	4805	1.4%
3	4653	1.3%
Other values (19)	17959	5.1%

STRUCT
Categorical

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Row Inside	19029
Single	12809
Semi-Detached	6496
Row End	5525
Multi	1732
Other values (3)	220

Length

Max length	13
Median length	10
Mean length	8.756543188
Min length	5

Characters and Unicode

Total characters	401146
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Row Inside
2nd row	Row Inside
3rd row	Row Inside
4th row	Row Inside
5th row	Row Inside

Common Values

Value	Count	Frequency (%)
Row Inside	19029	41.5%
Single	12809	28.0%
Semi-Detached	6496	14.2%
Row End	5525	12.1%
Multi	1732	3.8%
Town Inside	154	0.3%
Town End	63	0.1%
Default	3	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
row	24554	34.8%
inside	19183	27.2%
single	12809	18.1%
semi-detached	6496	9.2%
end	5588	7.9%
multi	1732	2.5%
town	217	0.3%
default	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	51483	12.8%
i	40220	10.0%
n	37797	9.4%
d	31267	7.8%
o	24771	6.2%
w	24771	6.2%
	24771	6.2%
R	24554	6.1%
S	19305	4.8%
I	19183	4.8%
Other values (15)	103024	25.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	292801	73.0%
Uppercase Letter	77078	19.2%
Space Separator	24771	6.2%
Dash Punctuation	6496	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	51483	17.6%
i	40220	13.7%
n	37797	12.9%
d	31267	10.7%
o	24771	8.5%
w	24771	8.5%
s	19183	6.6%
l	14544	5.0%
g	12809	4.4%
t	8231	2.8%
Other values (6)	27725	9.5%

Uppercase Letter

Value	Count	Frequency (%)
R	24554	31.9%
S	19305	25.0%
I	19183	24.9%
D	6499	8.4%
E	5588	7.2%
M	1732	2.2%
T	217	0.3%

Space Separator

Value	Count	Frequency (%)
	24771	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6496	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	369879	92.2%
Common	31267	7.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	51483	13.9%
i	40220	10.9%
n	37797	10.2%
d	31267	8.5%
o	24771	6.7%
w	24771	6.7%
R	24554	6.6%
S	19305	5.2%
I	19183	5.2%
s	19183	5.2%
Other values (13)	77345	20.9%

Common

Value	Count	Frequency (%)
	24771	79.2%
-	6496	20.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	401146	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	51483	12.8%
i	40220	10.0%
n	37797	9.4%
d	31267	7.8%
o	24771	6.2%
w	24771	6.2%
	24771	6.2%
R	24554	6.1%
S	19305	4.8%
I	19183	4.8%
Other values (15)	103024	25.7%

GRADE
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Average	14432
Above Average	13627
Good Quality	9854
Very Good	4363
Excellent	1574
Other values (7)	1961

Length

Max length	13
Median length	12
Mean length	10.23112353
Min length	7

Characters and Unicode

Total characters	468698
Distinct characters	31
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Very Good
2nd row	Very Good
3rd row	Very Good
4th row	Very Good
5th row	Very Good

Common Values

Value	Count	Frequency (%)
Average	14432	31.5%
Above Average	13627	29.7%
Good Quality	9854	21.5%
Very Good	4363	9.5%
Excellent	1574	3.4%
Superior	1321	2.9%
Exceptional-A	395	0.9%
Exceptional-B	145	0.3%
Fair Quality	42	0.1%
Exceptional-C	32	0.1%
Other values (2)	26	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
average	28059	38.1%
good	14217	19.3%
above	13627	18.5%
quality	9898	13.4%
very	4363	5.9%
excellent	1574	2.1%
superior	1321	1.8%
exceptional-a	395	0.5%
exceptional-b	145	0.2%
fair	42	0.1%
Other values (3)	58	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	79173	16.9%
o	43980	9.4%
A	42081	9.0%
v	41686	8.9%
a	38595	8.2%
r	35106	7.5%
g	28059	6.0%
	27888	6.0%
y	14261	3.0%
G	14217	3.0%
Other values (21)	103652	22.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	365919	78.1%
Uppercase Letter	74295	15.9%
Space Separator	27888	6.0%
Dash Punctuation	596	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	79173	21.6%
o	43980	12.0%
v	41686	11.4%
a	38595	10.5%
r	35106	9.6%
g	28059	7.7%
y	14261	3.9%
d	14217	3.9%
l	13642	3.7%
b	13627	3.7%
Other values (8)	43573	11.9%

Uppercase Letter

Value	Count	Frequency (%)
A	42081	56.6%
G	14217	19.1%
Q	9898	13.3%
V	4363	5.9%
E	2170	2.9%
S	1321	1.8%
B	145	0.2%
F	42	0.1%
C	32	< 0.1%
D	24	< 0.1%

Space Separator

Value	Count	Frequency (%)
	27888	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	596	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	440214	93.9%
Common	28484	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	79173	18.0%
o	43980	10.0%
A	42081	9.6%
v	41686	9.5%
a	38595	8.8%
r	35106	8.0%
g	28059	6.4%
y	14261	3.2%
G	14217	3.2%
d	14217	3.2%
Other values (19)	88839	20.2%

Common

Value	Count	Frequency (%)
	27888	97.9%
-	596	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	468698	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	79173	16.9%
o	43980	9.4%
A	42081	9.0%
v	41686	8.9%
a	38595	8.2%
r	35106	7.5%
g	28059	6.0%
	27888	6.0%
y	14261	3.0%
G	14217	3.0%
Other values (21)	103652	22.1%

CNDTN
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Good	21897
Average	16771
Very Good	6112
Excellent	772
Fair	227

Length

Max length	9
Median length	7
Mean length	5.84962127
Min length	4

Characters and Unicode

Total characters	267977
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Good
2nd row	Very Good
3rd row	Good
4th row	Good
5th row	Average

Common Values

Value	Count	Frequency (%)
Good	21897	47.8%
Average	16771	36.6%
Very Good	6112	13.3%
Excellent	772	1.7%
Fair	227	0.5%
Poor	32	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
good	28009	53.9%
average	16771	32.3%
very	6112	11.8%
excellent	772	1.5%
fair	227	0.4%
poor	32	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	56082	20.9%
e	41198	15.4%
G	28009	10.5%
d	28009	10.5%
r	23142	8.6%
a	16998	6.3%
A	16771	6.3%
v	16771	6.3%
g	16771	6.3%
V	6112	2.3%
Other values (11)	18114	6.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	209942	78.3%
Uppercase Letter	51923	19.4%
Space Separator	6112	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	56082	26.7%
e	41198	19.6%
d	28009	13.3%
r	23142	11.0%
a	16998	8.1%
v	16771	8.0%
g	16771	8.0%
y	6112	2.9%
l	1544	0.7%
x	772	0.4%
Other values (4)	2543	1.2%

Uppercase Letter

Value	Count	Frequency (%)
G	28009	53.9%
A	16771	32.3%
V	6112	11.8%
E	772	1.5%
F	227	0.4%
P	32	0.1%

Space Separator

Value	Count	Frequency (%)
	6112	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	261865	97.7%
Common	6112	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	56082	21.4%
e	41198	15.7%
G	28009	10.7%
d	28009	10.7%
r	23142	8.8%
a	16998	6.5%
A	16771	6.4%
v	16771	6.4%
g	16771	6.4%
V	6112	2.3%
Other values (10)	12002	4.6%

Common

Value	Count	Frequency (%)
	6112	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	267977	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	56082	20.9%
e	41198	15.4%
G	28009	10.5%
d	28009	10.5%
r	23142	8.6%
a	16998	6.3%
A	16771	6.3%
v	16771	6.3%
g	16771	6.3%
V	6112	2.3%
Other values (11)	18114	6.8%

EXTWALL
Categorical

HIGH CORRELATION

Distinct	23
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Common Brick	34433
Brick/Siding	2915
Vinyl Siding	2317
Wood Siding	1767
Stucco	1292
Other values (18)	3087

Length

Max length	14
Median length	12
Mean length	11.648687
Min length	5

Characters and Unicode

Total characters	533638
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Common Brick
2nd row	Common Brick
3rd row	Common Brick
4th row	Common Brick
5th row	Common Brick

Common Values

Value	Count	Frequency (%)
Common Brick	34433	75.2%
Brick/Siding	2915	6.4%
Vinyl Siding	2317	5.1%
Wood Siding	1767	3.9%
Stucco	1292	2.8%
Brick Veneer	483	1.1%
Shingle	378	0.8%
Face Brick	369	0.8%
Brick/Stucco	343	0.7%
Aluminum	324	0.7%
Other values (13)	1190	2.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
brick	35285	41.3%
common	34433	40.3%
siding	4103	4.8%
brick/siding	2915	3.4%
vinyl	2317	2.7%
wood	1767	2.1%
stucco	1312	1.5%
veneer	603	0.7%
stone	416	0.5%
shingle	378	0.4%
Other values (13)	1837	2.2%

Most occurring characters

Value	Count	Frequency (%)
o	75376	14.1%
m	69514	13.0%
i	56263	10.5%
n	46339	8.7%
c	42897	8.0%
r	39622	7.4%
	39555	7.4%
B	38905	7.3%
k	38905	7.3%
C	34490	6.5%
Other values (22)	51772	9.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	400965	75.1%
Uppercase Letter	89242	16.7%
Space Separator	39555	7.4%
Other Punctuation	3876	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	75376	18.8%
m	69514	17.3%
i	56263	14.0%
n	46339	11.6%
c	42897	10.7%
r	39622	9.9%
k	38905	9.7%
d	9066	2.3%
g	7571	1.9%
e	3730	0.9%
Other values (9)	11682	2.9%

Uppercase Letter

Value	Count	Frequency (%)
B	38905	43.6%
C	34490	38.6%
S	10388	11.6%
V	2920	3.3%
W	1767	2.0%
F	369	0.4%
A	325	0.4%
H	52	0.1%
M	19	< 0.1%
D	6	< 0.1%

Space Separator

Value	Count	Frequency (%)
	39555	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	3876	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	490207	91.9%
Common	43431	8.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	75376	15.4%
m	69514	14.2%
i	56263	11.5%
n	46339	9.5%
c	42897	8.8%
r	39622	8.1%
B	38905	7.9%
k	38905	7.9%
C	34490	7.0%
S	10388	2.1%
Other values (20)	37508	7.7%

Common

Value	Count	Frequency (%)
	39555	91.1%
/	3876	8.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	533638	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	75376	14.1%
m	69514	13.0%
i	56263	10.5%
n	46339	8.7%
c	42897	8.0%
r	39622	7.4%
	39555	7.4%
B	38905	7.3%
k	38905	7.3%
C	34490	6.5%
Other values (22)	51772	9.7%

ROOF
Categorical

HIGH CORRELATION

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Built Up	13621
Metal- Sms	13013
Comp Shingle	12706
Slate	4673
Neopren	795
Other values (11)	1003

Length

Max length	14
Median length	10
Mean length	9.347231014
Min length	5

Characters and Unicode

Total characters	428206
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Metal- Sms
2nd row	Built Up
3rd row	Built Up
4th row	Built Up
5th row	Metal- Sms

Common Values

Value	Count	Frequency (%)
Built Up	13621	29.7%
Metal- Sms	13013	28.4%
Comp Shingle	12706	27.7%
Slate	4673	10.2%
Neopren	795	1.7%
Shake	303	0.7%
Clay Tile	247	0.5%
Shingle	194	0.4%
Metal- Pre	104	0.2%
Typical	70	0.2%
Other values (6)	85	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
built	13621	15.9%
up	13621	15.9%
metal	13136	15.3%
sms	13013	15.2%
shingle	12900	15.1%
comp	12706	14.8%
slate	4673	5.5%
neopren	795	0.9%
shake	303	0.4%
tile	251	0.3%
Other values (11)	567	0.7%

Most occurring characters

Value	Count	Frequency (%)
l	44898	10.5%
	39775	9.3%
e	32969	7.7%
t	31493	7.4%
S	30892	7.2%
p	27267	6.4%
i	26954	6.3%
m	25775	6.0%
a	18431	4.3%
n	13756	3.2%
Other values (22)	135996	31.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	289703	67.7%
Uppercase Letter	85589	20.0%
Space Separator	39775	9.3%
Dash Punctuation	13139	3.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	44898	15.5%
e	32969	11.4%
t	31493	10.9%
p	27267	9.4%
i	26954	9.3%
m	25775	8.9%
a	18431	6.4%
n	13756	4.7%
o	13740	4.7%
u	13621	4.7%
Other values (9)	40799	14.1%

Uppercase Letter

Value	Count	Frequency (%)
S	30892	36.1%
B	13621	15.9%
U	13621	15.9%
M	13136	15.3%
C	13033	15.2%
N	795	0.9%
T	321	0.4%
P	106	0.1%
R	56	0.1%
W	5	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	13139	100.0%

Space Separator

Value	Count	Frequency (%)
	39775	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	375292	87.6%
Common	52914	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	44898	12.0%
e	32969	8.8%
t	31493	8.4%
S	30892	8.2%
p	27267	7.3%
i	26954	7.2%
m	25775	6.9%
a	18431	4.9%
n	13756	3.7%
o	13740	3.7%
Other values (20)	109117	29.1%

Common

Value	Count	Frequency (%)
	39775	75.2%
-	13139	24.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	428206	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	44898	10.5%
	39775	9.3%
e	32969	7.7%
t	31493	7.4%
S	30892	7.2%
p	27267	6.4%
i	26954	6.3%
m	25775	6.0%
a	18431	4.3%
n	13756	3.2%
Other values (22)	135996	31.8%

INTWALL
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Hardwood	35309
Hardwood/Carp	6031
Wood Floor	2936
Carpet	1404
Lt Concrete	37
Other values (7)	94

Length

Max length	13
Median length	8
Mean length	8.730588723
Min length	6

Characters and Unicode

Total characters	399957
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hardwood
2nd row	Hardwood
3rd row	Hardwood
4th row	Hardwood
5th row	Hardwood

Common Values

Value	Count	Frequency (%)
Hardwood	35309	77.1%
Hardwood/Carp	6031	13.2%
Wood Floor	2936	6.4%
Carpet	1404	3.1%
Lt Concrete	37	0.1%
Ceramic Tile	36	0.1%
Default	28	0.1%
Parquet	9	< 0.1%
Vinyl Comp	7	< 0.1%
Resiliant	6	< 0.1%
Other values (2)	8	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hardwood	35309	72.3%
hardwood/carp	6031	12.4%
floor	2936	6.0%
wood	2936	6.0%
carpet	1404	2.9%
lt	37	0.1%
concrete	37	0.1%
tile	36	0.1%
ceramic	36	0.1%
default	28	0.1%
Other values (6)	42	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	94471	23.6%
d	85616	21.4%
r	51799	13.0%
a	48857	12.2%
H	41340	10.3%
w	41340	10.3%
C	7515	1.9%
p	7442	1.9%
/	6031	1.5%
	3021	0.8%
Other values (23)	12525	3.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	336042	84.0%
Uppercase Letter	54863	13.7%
Other Punctuation	6031	1.5%
Space Separator	3021	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	94471	28.1%
d	85616	25.5%
r	51799	15.4%
a	48857	14.5%
w	41340	12.3%
p	7442	2.2%
l	3018	0.9%
e	1606	0.5%
t	1526	0.5%
i	96	< 0.1%
Other values (10)	271	0.1%

Uppercase Letter

Value	Count	Frequency (%)
H	41340	75.4%
C	7515	13.7%
W	2936	5.4%
F	2936	5.4%
T	39	0.1%
L	37	0.1%
D	28	0.1%
V	12	< 0.1%
P	9	< 0.1%
R	6	< 0.1%

Space Separator

Value	Count	Frequency (%)
	3021	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	6031	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	390905	97.7%
Common	9052	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	94471	24.2%
d	85616	21.9%
r	51799	13.3%
a	48857	12.5%
H	41340	10.6%
w	41340	10.6%
C	7515	1.9%
p	7442	1.9%
l	3018	0.8%
W	2936	0.8%
Other values (21)	6571	1.7%

Common

Value	Count	Frequency (%)
/	6031	66.6%
	3021	33.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	399957	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	94471	23.6%
d	85616	21.4%
r	51799	13.0%
a	48857	12.2%
H	41340	10.3%
w	41340	10.3%
C	7515	1.9%
p	7442	1.9%
/	6031	1.5%
	3021	0.8%
Other values (23)	12525	3.1%

KITCHENS
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.227936522

Minimum	0
Maximum	6
Zeros	24
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5899153747
Coefficient of variation (CV)	0.4804119466
Kurtosis	10.77401125
Mean	1.227936522
Median Absolute Deviation (MAD)	0
Skewness	3.14934249
Sum	56253
Variance	0.3480001493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	38066	83.1%
2	6134	13.4%
4	1141	2.5%
3	439	1.0%
0	24	0.1%
5	4	< 0.1%
6	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	24	0.1%
1	38066	83.1%
2	6134	13.4%
3	439	1.0%
4	1141	2.5%
5	4	< 0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
6	3	< 0.1%
5	4	< 0.1%
4	1141	2.5%
3	439	1.0%
2	6134	13.4%
1	38066	83.1%
0	24	0.1%

FIREPLACES
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6825871516

Minimum	0
Maximum	13
Zeros	24362
Zeros (%)	53.2%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	13
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9257232524
Coefficient of variation (CV)	1.356197887
Kurtosis	8.175808408
Mean	0.6825871516
Median Absolute Deviation (MAD)	0
Skewness	2.048501274
Sum	31270
Variance	0.8569635401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	24362	53.2%
1	14554	31.8%
2	5073	11.1%
3	1162	2.5%
4	405	0.9%
5	145	0.3%
6	73	0.2%
7	22	< 0.1%
8	5	< 0.1%
9	3	< 0.1%
Other values (4)	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	24362	53.2%
1	14554	31.8%
2	5073	11.1%
3	1162	2.5%
4	405	0.9%
5	145	0.3%
6	73	0.2%
7	22	< 0.1%
8	5	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
13	2	< 0.1%
12	1	< 0.1%
11	2	< 0.1%
10	2	< 0.1%
9	3	< 0.1%
8	5	< 0.1%
7	22	< 0.1%
6	73	0.2%
5	145	0.3%
4	405	0.9%

LANDAREA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	7834
Distinct (%)	17.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3154.642182

Minimum	0
Maximum	155905
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	0
5-th percentile	895
Q1	1501
median	2178
Q3	4000
95-th percentile	7985
Maximum	155905
Range	155905
Interquartile range (IQR)	2499

Descriptive statistics

Standard deviation	2975.201257
Coefficient of variation (CV)	0.9431184537
Kurtosis	216.2697942
Mean	3154.642182
Median Absolute Deviation (MAD)	880
Skewness	7.753024619
Sum	144517313
Variance	8851822.518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1800	473	1.0%
2000	459	1.0%
4000	347	0.8%
1600	339	0.7%
5000	331	0.7%
1700	259	0.6%
1440	257	0.6%
1500	244	0.5%
1620	215	0.5%
2500	214	0.5%
Other values (7824)	42673	93.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
216	1	< 0.1%
255	1	< 0.1%
288	1	< 0.1%
294	1	< 0.1%
327	3	< 0.1%
331	1	< 0.1%
350	2	< 0.1%
353	1	< 0.1%
357	2	< 0.1%

Value	Count	Frequency (%)
155905	1	< 0.1%
95370	1	< 0.1%
73771	1	< 0.1%
67727	1	< 0.1%
64205	1	< 0.1%
61420	1	< 0.1%
57831	1	< 0.1%
54335	1	< 0.1%
53034	1	< 0.1%
46304	1	< 0.1%

ZIPCODE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20011.47587

Minimum	20001
Maximum	20052
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	20001
5-th percentile	20001
Q1	20003
median	20011
Q3	20017
95-th percentile	20020
Maximum	20052
Range	51
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	7.600664145
Coefficient of variation (CV)	0.0003798152717
Kurtosis	0.2993417555
Mean	20011.47587
Median Absolute Deviation (MAD)	7
Skewness	0.5642634287
Sum	916745721
Variance	57.77009545
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
20002	6241	13.6%
20011	5934	13.0%
20019	4431	9.7%
20003	3242	7.1%
20016	3176	6.9%
20007	3116	6.8%
20020	2679	5.8%
20001	2438	5.3%
20015	2292	5.0%
20018	2070	4.5%
Other values (11)	10192	22.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20001	2438	5.3%
20002	6241	13.6%
20003	3242	7.1%
20005	104	0.2%
20007	3116	6.8%
20008	1568	3.4%
20009	1599	3.5%
20010	1800	3.9%
20011	5934	13.0%
20012	1372	3.0%

Value	Count	Frequency (%)
20052	6	< 0.1%
20037	166	0.4%
20036	67	0.1%
20032	1427	3.1%
20024	272	0.6%
20020	2679	5.8%
20019	4431	9.7%
20018	2070	4.5%
20017	1811	4.0%
20016	3176	6.9%

LATITUDE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	45386
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.91697554

Minimum	38.81995335
Maximum	38.9954352
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	38.81995335
5-th percentile	38.85881964
Q1	38.89372785
median	38.91720139
Q3	38.94337687
95-th percentile	38.96777483
Maximum	38.9954352
Range	0.17548185
Interquartile range (IQR)	0.049649025

Descriptive statistics

Standard deviation	0.03338690058
Coefficient of variation (CV)	0.0008579007006
Kurtosis	-0.2883711537
Mean	38.91697554
Median Absolute Deviation (MAD)	0.02465457
Skewness	-0.2789265642
Sum	1782825.567
Variance	0.001114685131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38.89969609	40	0.1%
38.96050651	10	< 0.1%
38.90274731	9	< 0.1%
38.92702875	9	< 0.1%
38.92688399	8	< 0.1%
38.92650681	7	< 0.1%
38.92335415	5	< 0.1%
38.92669851	5	< 0.1%
38.91352966	5	< 0.1%
38.89629849	4	< 0.1%
Other values (45376)	45709	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
38.81995335	1	< 0.1%
38.82006029	1	< 0.1%
38.82021867	1	< 0.1%
38.820272	1	< 0.1%
38.82038362	1	< 0.1%
38.82075548	1	< 0.1%
38.82076875	1	< 0.1%
38.82077366	1	< 0.1%
38.82082349	1	< 0.1%
38.821041	1	< 0.1%

Value	Count	Frequency (%)
38.9954352	1	< 0.1%
38.99489423	1	< 0.1%
38.99479729	1	< 0.1%
38.99475116	1	< 0.1%
38.99470976	1	< 0.1%
38.99457514	1	< 0.1%
38.99441351	1	< 0.1%
38.99420558	1	< 0.1%
38.99414366	1	< 0.1%
38.99412842	1	< 0.1%

LONGITUDE
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	45517
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-77.01259515

Minimum	-77.11390873
Maximum	-76.9097583
Zeros	0
Zeros (%)	0.0%
Negative	45811
Negative (%)	100.0%
Memory size	358.0 KiB

Quantile statistics

Minimum	-77.11390873
5-th percentile	-77.08743656
Q1	-77.04017364
median	-77.00959268
Q3	-76.98480747
95-th percentile	-76.93557863
Maximum	-76.9097583
Range	0.20415043
Interquartile range (IQR)	0.055366175

Descriptive statistics

Standard deviation	0.04359272504
Coefficient of variation (CV)	-0.000566046696
Kurtosis	-0.5107156491
Mean	-77.01259515
Median Absolute Deviation (MAD)	0.0264139
Skewness	-0.08265261743
Sum	-3528023.997
Variance	0.001900325676
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-76.95150851	41	0.1%
-77.07366473	10	< 0.1%
-76.950931	8	< 0.1%
-76.95398472	5	< 0.1%
-77.00079769	5	< 0.1%
-77.00079383	4	< 0.1%
-77.06689354	4	< 0.1%
-76.99929156	3	< 0.1%
-76.99934195	3	< 0.1%
-76.99639967	3	< 0.1%
Other values (45507)	45725	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-77.11390873	1	< 0.1%
-77.1138097	1	< 0.1%
-77.11377421	1	< 0.1%
-77.113389	1	< 0.1%
-77.11332066	1	< 0.1%
-77.11314986	1	< 0.1%
-77.11304878	1	< 0.1%
-77.11270964	1	< 0.1%
-77.11263572	1	< 0.1%
-77.11252689	1	< 0.1%

Value	Count	Frequency (%)
-76.9097583	1	< 0.1%
-76.90984266	1	< 0.1%
-76.9099699	1	< 0.1%
-76.90998346	1	< 0.1%
-76.91012579	1	< 0.1%
-76.9102437	1	< 0.1%
-76.9102789	1	< 0.1%
-76.9103339	1	< 0.1%
-76.9104433	1	< 0.1%
-76.91054585	1	< 0.1%

ASSESSMENT_NBHD
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	55
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Old City 1	6110
Petworth	2402
Chevy Chase	2323
Old City 2	2269
Deanwood	2155
Other values (50)	30552

Length

Max length	28
Median length	10
Mean length	11.23313178
Min length	4

Characters and Unicode

Total characters	514601
Distinct characters	49
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Old City 2
2nd row	Old City 2
3rd row	Old City 2
4th row	Old City 2
5th row	Old City 2

Common Values

Value	Count	Frequency (%)
Old City 1	6110	13.3%
Petworth	2402	5.2%
Chevy Chase	2323	5.1%
Old City 2	2269	5.0%
Deanwood	2155	4.7%
Columbia Heights	2123	4.6%
Brookland	2052	4.5%
Capitol Hill	1483	3.2%
Brightwood	1437	3.1%
Congress Heights	1324	2.9%
Other values (45)	22133	48.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
old	8379	9.9%
city	8379	9.9%
heights	6793	8.0%
1	6198	7.3%
park	4749	5.6%
petworth	2402	2.8%
chase	2323	2.7%
chevy	2323	2.7%
2	2269	2.7%
deanwood	2155	2.5%
Other values (64)	39068	45.9%

Most occurring characters

Value	Count	Frequency (%)
	39227	7.6%
t	38525	7.5%
e	37125	7.2%
i	36941	7.2%
o	33862	6.6%
l	31228	6.1%
a	28703	5.6%
r	27663	5.4%
d	23379	4.5%
s	20374	4.0%
Other values (39)	197574	38.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	388673	75.5%
Uppercase Letter	75781	14.7%
Space Separator	39227	7.6%
Decimal Number	10047	2.0%
Other Punctuation	785	0.2%
Dash Punctuation	88	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	38525	9.9%
e	37125	9.6%
i	36941	9.5%
o	33862	8.7%
l	31228	8.0%
a	28703	7.4%
r	27663	7.1%
d	23379	6.0%
s	20374	5.2%
n	20057	5.2%
Other values (13)	90816	23.4%

Uppercase Letter

Value	Count	Frequency (%)
C	19914	26.3%
H	9532	12.6%
P	9004	11.9%
O	8582	11.3%
B	4812	6.3%
D	3269	4.3%
F	2417	3.2%
R	2138	2.8%
G	1974	2.6%
M	1845	2.4%
Other values (10)	12294	16.2%

Decimal Number

Value	Count	Frequency (%)
1	6988	69.6%
2	2269	22.6%
6	790	7.9%

Space Separator

Value	Count	Frequency (%)
	39227	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	88	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	785	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	464454	90.3%
Common	50147	9.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	38525	8.3%
e	37125	8.0%
i	36941	8.0%
o	33862	7.3%
l	31228	6.7%
a	28703	6.2%
r	27663	6.0%
d	23379	5.0%
s	20374	4.4%
n	20057	4.3%
Other values (33)	166597	35.9%

Common

Value	Count	Frequency (%)
	39227	78.2%
1	6988	13.9%
2	2269	4.5%
6	790	1.6%
.	785	1.6%
-	88	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	514601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	39227	7.6%
t	38525	7.5%
e	37125	7.2%
i	36941	7.2%
o	33862	6.6%
l	31228	6.1%
a	28703	5.6%
r	27663	5.4%
d	23379	4.5%
s	20374	4.0%
Other values (39)	197574	38.4%

WARD
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

Ward 4	8331
Ward 6	7945
Ward 5	7338
Ward 3	6925
Ward 7	5616
Other values (3)	9656

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	274866
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ward 2
2nd row	Ward 2
3rd row	Ward 2
4th row	Ward 2
5th row	Ward 2

Common Values

Value	Count	Frequency (%)
Ward 4	8331	18.2%
Ward 6	7945	17.3%
Ward 5	7338	16.0%
Ward 3	6925	15.1%
Ward 7	5616	12.3%
Ward 1	3550	7.7%
Ward 8	3228	7.0%
Ward 2	2878	6.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ward	45811	50.0%
4	8331	9.1%
6	7945	8.7%
5	7338	8.0%
3	6925	7.6%
7	5616	6.1%
1	3550	3.9%
8	3228	3.5%
2	2878	3.1%

Most occurring characters

Value	Count	Frequency (%)
W	45811	16.7%
a	45811	16.7%
r	45811	16.7%
d	45811	16.7%
	45811	16.7%
4	8331	3.0%
6	7945	2.9%
5	7338	2.7%
3	6925	2.5%
7	5616	2.0%
Other values (3)	9656	3.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	137433	50.0%
Uppercase Letter	45811	16.7%
Space Separator	45811	16.7%
Decimal Number	45811	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	8331	18.2%
6	7945	17.3%
5	7338	16.0%
3	6925	15.1%
7	5616	12.3%
1	3550	7.7%
8	3228	7.0%
2	2878	6.3%

Lowercase Letter

Value	Count	Frequency (%)
a	45811	33.3%
r	45811	33.3%
d	45811	33.3%

Uppercase Letter

Value	Count	Frequency (%)
W	45811	100.0%

Space Separator

Value	Count	Frequency (%)
	45811	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	183244	66.7%
Common	91622	33.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
	45811	50.0%
4	8331	9.1%
6	7945	8.7%
5	7338	8.0%
3	6925	7.6%
7	5616	6.1%
1	3550	3.9%
8	3228	3.5%
2	2878	3.1%

Latin

Value	Count	Frequency (%)
W	45811	25.0%
a	45811	25.0%
r	45811	25.0%
d	45811	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	274866	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
W	45811	16.7%
a	45811	16.7%
r	45811	16.7%
d	45811	16.7%
	45811	16.7%
4	8331	3.0%
6	7945	2.9%
5	7338	2.7%
3	6925	2.5%
7	5616	2.0%
Other values (3)	9656	3.5%

QUADRANT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	358.0 KiB

NW	22562
NE	13769
SE	8940
SW	540

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	91622
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NW
2nd row	NW
3rd row	NW
4th row	NW
5th row	NW

Common Values

Value	Count	Frequency (%)
NW	22562	49.3%
NE	13769	30.1%
SE	8940	19.5%
SW	540	1.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
nw	22562	49.3%
ne	13769	30.1%
se	8940	19.5%
sw	540	1.2%

Most occurring characters

Value	Count	Frequency (%)
N	36331	39.7%
W	23102	25.2%
E	22709	24.8%
S	9480	10.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	91622	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	36331	39.7%
W	23102	25.2%
E	22709	24.8%
S	9480	10.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	91622	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	36331	39.7%
W	23102	25.2%
E	22709	24.8%
S	9480	10.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	91622	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	36331	39.7%
W	23102	25.2%
E	22709	24.8%
S	9480	10.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Unnamed: 0	BATHRM	HF_BATHRM	HEAT	AC	YR_RMDL	EYB	PRICE	SALE_NUM	STYLE	STRUCT	GRADE	CNDTN	EXTWALL	ROOF	INTWALL	KITCHENS	FIREPLACES	LANDAREA	ZIPCODE	LATITUDE	LONGITUDE	ASSESSMENT_NBHD	WARD	QUADRANT
0	0	4	0	Warm Cool	1	1988.0	1972	1095000.0	1	3 Story	Row Inside	Very Good	Good	Common Brick	Metal- Sms	Hardwood	2.0	5	1680	20009.0	38.914680	-77.040832	Old City 2	Ward 2	NW
1	2	3	1	Hot Water Rad	1	2009.0	1984	2100000.0	3	3 Story	Row Inside	Very Good	Very Good	Common Brick	Built Up	Hardwood	2.0	4	1680	20009.0	38.914684	-77.040678	Old City 2	Ward 2	NW
2	3	3	1	Hot Water Rad	1	2003.0	1984	1602000.0	1	3 Story	Row Inside	Very Good	Good	Common Brick	Built Up	Hardwood	2.0	3	1680	20009.0	38.914683	-77.040629	Old City 2	Ward 2	NW
3	5	3	2	Hot Water Rad	1	0.0	1972	1950000.0	1	4 Story	Row Inside	Very Good	Good	Common Brick	Built Up	Hardwood	1.0	4	2196	20009.0	38.914331	-77.039715	Old City 2	Ward 2	NW
4	7	3	1	Hot Water Rad	1	2011.0	1972	1050000.0	1	3 Story	Row Inside	Very Good	Average	Common Brick	Metal- Sms	Hardwood	2.0	1	1627	20009.0	38.915408	-77.040129	Old City 2	Ward 2	NW
5	8	3	1	Warm Cool	1	2008.0	1967	1430000.0	4	2 Story	Row Inside	Above Average	Very Good	Common Brick	Built Up	Hardwood	2.0	1	1424	20009.0	38.915017	-77.039903	Old City 2	Ward 2	NW
6	14	3	1	Warm Cool	1	2000.0	1967	1325000.0	1	2 Story	Row Inside	Above Average	Very Good	Stucco	Metal- Sms	Hardwood	2.0	1	1815	20009.0	38.915038	-77.039716	Old City 2	Ward 2	NW
7	16	3	1	Warm Cool	1	2006.0	1967	1240000.0	1	2 Story	Row Inside	Above Average	Very Good	Common Brick	Metal- Sms	Hardwood	1.0	0	1424	20009.0	38.915018	-77.039844	Old City 2	Ward 2	NW
8	19	3	1	Hot Water Rad	1	2013.0	1969	592250.0	1	2 Story	Row Inside	Good Quality	Good	Common Brick	Built Up	Hardwood	2.0	1	1424	20009.0	38.915019	-77.040138	Old City 2	Ward 2	NW
9	22	1	0	Forced Air	1	2010.0	1967	907400.0	1	2 Story	Semi-Detached	Above Average	Good	Common Brick	Built Up	Hardwood	1.0	0	2090	20009.0	38.911368	-77.033925	Old City 2	Ward 2	NW

Last rows

	Unnamed: 0	BATHRM	HF_BATHRM	HEAT	AC	YR_RMDL	EYB	PRICE	SALE_NUM	STYLE	STRUCT	GRADE	CNDTN	EXTWALL	ROOF	INTWALL	KITCHENS	FIREPLACES	LANDAREA	ZIPCODE	LATITUDE	LONGITUDE	ASSESSMENT_NBHD	WARD	QUADRANT
45801	106656	2	1	Hot Water Rad	1	2007.0	1964	227000.0	6	2 Story	Row Inside	Average	Good	Common Brick	Built Up	Hardwood	1.0	0	1733	20032.0	38.848216	-76.997142	Congress Heights	Ward 8	SE
45802	106657	2	1	Hot Water Rad	1	2008.0	1957	140496.0	1	2 Story	Row Inside	Average	Good	Common Brick	Metal- Sms	Hardwood	1.0	1	1734	20032.0	38.848213	-76.997192	Congress Heights	Ward 8	SE
45803	106662	1	1	Warm Cool	1	0.0	1976	120000.0	1	3 Story	Row Inside	Average	Average	Wood Siding	Built Up	Wood Floor	1.0	0	2799	20032.0	38.825131	-76.997396	Congress Heights	Ward 8	SE
45804	106663	1	1	Warm Cool	1	0.0	1976	109256.0	1	3 Story	Row Inside	Average	Average	Common Brick	Built Up	Wood Floor	1.0	0	2579	20032.0	38.825080	-76.997430	Congress Heights	Ward 8	SE
45805	106664	1	1	Warm Cool	1	2013.0	1988	230000.0	1	3 Story	Row Inside	Average	Good	Common Brick	Built Up	Wood Floor	1.0	0	2359	20032.0	38.825026	-76.997449	Congress Heights	Ward 8	SE
45806	106666	1	1	Warm Cool	1	2013.0	1988	215000.0	1	3 Story	Row Inside	Average	Good	Common Brick	Built Up	Wood Floor	1.0	0	1919	20032.0	38.824922	-76.997489	Congress Heights	Ward 8	SE
45807	106668	2	1	Forced Air	1	0.0	1988	205000.0	1	3 Story	Row Inside	Average	Average	Common Brick	Built Up	Wood Floor	1.0	0	2513	20032.0	38.824805	-76.997597	Congress Heights	Ward 8	SE
45808	106672	3	0	Forced Air	0	0.0	1963	100000.0	1	2 Story	Multi	Average	Average	Common Brick	Comp Shingle	Hardwood	3.0	0	4374	20032.0	38.820755	-77.007009	Congress Heights	Ward 8	SW
45809	106673	3	0	Forced Air	0	2002.0	1988	103000.0	1	2 Story	Multi	Average	Good	Common Brick	Comp Shingle	Hardwood	3.0	0	4523	20032.0	38.820823	-77.007013	Congress Heights	Ward 8	SW
45810	106687	2	0	Forced Air	0	0.0	1962	95000.0	1	2 Story	Multi	Average	Average	Common Brick	Comp Shingle	Carpet	2.0	0	5837	20032.0	38.821855	-77.005828	Congress Heights	Ward 8	SW

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks